{"id":"W4401052880","doi":"10.2139/ssrn.4907264","title":"The Influence of the Three Gorges Dam on the Evolution of Amphibious Snail in the Yangtze River Basin","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Three gorges; Yangtze river; Snail; Structural basin; Fishery; Geology; Geography; Hydrology (agriculture); China; Biology; Geomorphology; Paleontology; Geotechnical engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005051885,0.0001993748,0.0002033727,0.0007497658,0.000575422,0.0006660003,0.0003277095,0.0003911796,0.003100995],"category_scores_gemma":[0.00108283,0.0001594862,0.0002070929,0.0006127984,0.001411718,0.0004621304,0.001127641,0.00034923,0.0001452728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008456821,"about_ca_system_score_gemma":0.000651787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272077,"about_ca_topic_score_gemma":0.01813531,"domain_scores_codex":[0.999788,0.00008096343,0.000006606577,0.00004782691,0.000017099,0.00005965339],"domain_scores_gemma":[0.9996147,0.0001075137,0.00009245592,0.00002201326,0.00004358404,0.0001196359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007195987,0.00009625727,0.9316471,0.00007422297,0.0002488233,0.001300536,0.004088795,0.005106224,0.03660136,0.003837918,0.0003876187,0.01589155],"study_design_scores_gemma":[0.000006387535,0.00004802041,0.9969772,0.000004708917,0.00001928394,0.00007913619,0.0009073659,0.00113119,0.0002470707,0.0003109926,0.00025954,0.000009051675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999552,0.00003095014,0.00002656084,0.00003752776,6.817481e-7,7.906584e-7,0.00001638018,0.000001684849,0.0003334725],"genre_scores_gemma":[0.9998749,0.0000219732,0.00001687472,0.000006272072,8.229021e-7,8.681918e-7,0.00001092737,0.000001855716,0.00006547316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272077,"threshold_uncertainty_score":0.02529347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254878051262239,"score_gpt":0.2191834112981008,"score_spread":0.2119285332468386,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}